{"id":"W4392292086","doi":"10.1007/s11947-024-03325-z","title":"Investigation of Nutrition and Printability of Orange Juice Sacs Applied to Heterogeneous 3D Printing: Influence of Pretreatment-Assisted Impregnation","year":2024,"lang":"en","type":"article","venue":"Food and Bioprocess Technology","topic":"Tea Polyphenols and Effects","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China","keywords":"Chemistry; Food science; Osmotic dehydration; Orange (colour); Polyphenol; Ascorbic acid; Aroma; Orange juice; Dehydration; Hydrolysate; Antioxidant; Hydrolysis; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007758487,0.00008957201,0.0002369055,0.0002278152,0.00001572451,0.000004157346,0.00003867834,0.0001559164,0.000001325539],"category_scores_gemma":[0.00005640412,0.00007339513,0.00001659828,0.0004423754,0.000188414,0.00003581386,0.00004831649,0.00006571224,2.541207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001747317,"about_ca_system_score_gemma":0.00002846526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001945505,"about_ca_topic_score_gemma":0.00001591594,"domain_scores_codex":[0.9993606,0.000006669168,0.000236939,0.0002192567,0.00008792654,0.00008863767],"domain_scores_gemma":[0.9996125,0.00002527282,0.00009127089,0.0001306058,0.0001042143,0.00003616054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009237084,0.0001111839,0.02385645,0.006101439,0.00005954179,0.000001247237,0.0003334941,0.000002140383,0.9014403,0.0007120139,8.215575e-7,0.067289],"study_design_scores_gemma":[0.0005271959,0.001476773,0.07502034,0.0006891441,0.00008243538,0.00003509178,0.00008046343,0.0000752233,0.9208668,0.001061842,0.00002489979,0.00005980358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974968,0.001450025,0.00007785336,0.0002571965,0.00001275877,0.0005883188,0.00001551051,0.00008017998,0.00002138315],"genre_scores_gemma":[0.998249,0.00004878179,0.00160245,0.00001000913,0.000007059669,0.0000645285,0.000008896175,0.000007046543,0.000002255721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0672292,"threshold_uncertainty_score":0.2992966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132253920884708,"score_gpt":0.2541343763085434,"score_spread":0.2409089842200726,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}